create_dev_conda_env.sh

#!/bin/bash

CUDA_VERSIONS="10.2,11.3,11.6,11.7"
TORCH_VERSION="1.12.0"

usage() {
cat << EOF
usage: bash $0 OPTIONS
examples:
  bash $0 -c
  bash $0 -g 11.7

Created a developement environment for DGL developers.

OPTIONS:
  -h           Show this message.
  -c           Create dev environment in CPU mode.
  -g           Create dev environment in GPU mode with specified CUDA version,
               supported: $CUDA_VERSIONS.
EOF
}

validate() {
  values=$(echo "$1" | tr "," "\n")
  for value in $values
  do
    if [[ "$value" == $2 ]]; then
      return 0
    fi
  done
  return 1
}

confirm() {
  echo "Continue? [yes/no]:"
  read confirm
  if [[ ! $confirm == "yes" ]]; then
    exit 0
  fi
}

# Parsing flags.
while getopts "cg:h" flag; do
  if [[ $flag == "c" ]]; then
    cpu=1
  elif [[ $flag == "g" ]]; then
    gpu=$OPTARG
  elif [[ $flag == "h" ]]; then
    usage
    exit 0
  else
    usage
    exit 1
  fi
done

if [[ -n $gpu && $cpu -eq 1 ]]; then
  echo "Only one mode can be specified."
  exit 1
fi

if [[ -z $gpu && -z $cpu ]]; then
  usage
  exit 1
fi

# Set up CPU mode.
if [[ $cpu -eq 1 ]]; then
  torchversion=${TORCH_VERSION}"+cpu"
  name="dgl-dev-cpu"
fi

# Set up GPU mode.
if [[ -n $gpu ]]; then
  if ! validate ${CUDA_VERSIONS} ${gpu}; then
    echo "Error: Invalid CUDA version."
    usage
    exit 1
  fi

  echo "Confirm the installed CUDA version matches the specified one."
  confirm

  torchversion=${TORCH_VERSION}"+cu"${gpu//[-._]/}
  name="dgl-dev-gpu"
fi

echo "Confirm you are excuting the script from your DGL root directory."
echo "Current working directory: $PWD"
confirm

# Prepare the conda environment yaml file.
rand=$(echo "$RANDOM" | md5sum | head -c 20)
mkdir -p /tmp/$rand
cp script/dgl_dev.yml.template /tmp/$rand/dgl_dev.yml
sed -i "s|__NAME__|$name|g" /tmp/$rand/dgl_dev.yml
sed -i "s|__TORCH_VERSION__|$torchversion|g" /tmp/$rand/dgl_dev.yml
sed -i "s|__DGL_HOME__|$PWD|g" /tmp/$rand/dgl_dev.yml

# Ask for final confirmation.
echo "--------------------------------------------------"
cat /tmp/$rand/dgl_dev.yml
echo "--------------------------------------------------"
echo "Create a conda enviroment with the config?"
confirm

# Create conda environment.
conda env create -f /tmp/$rand/dgl_dev.yml

# Clean up created tmp conda environment yaml file.
rm -rf /tmp/$rand
exit 0